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Multi-label multi-instance transfer learning for simultaneous reconstruction and cross-talk modeling of multiple human signaling pathways

BACKGROUND: Signaling pathways play important roles in the life processes of cell growth, cell apoptosis and organism development. At present the signal transduction networks are far from complete. As an effective complement to experimental methods, computational modeling is suited to rapidly recons...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Mei, Suyu, Zhu, Hao
Format: Artigo
Language:Inglês
Published: BioMed Central 2015
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4697333/
https://ncbi.nlm.nih.gov/pubmed/26718335
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-015-0841-4
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